What the study found
The study reports a detailed visual morphology catalogue for Euclid Quick Release 1, covering 378,000 bright or extended galaxies. The catalogue includes features such as bars, spiral arms, and ongoing mergers.
Why the authors say this matters
The authors say the measurements are fully automated and therefore fully scalable. They also note that this catalogue is the first 0.4% of the roughly 100 million galaxies in which Euclid will ultimately resolve detailed morphology.
What the researchers tested
The researchers created the catalogue by fine-tuning the Zoobot galaxy foundation models on annotations from a one-month campaign by Galaxy Zoo volunteers. They applied this approach to Euclid Quick Release 1 galaxy images.
What worked and what didn't
The abstract states that the catalogue was successfully produced and that the measurements are fully automated. It does not describe failures, comparisons, or performance limits.
What to keep in mind
The summary available here does not describe detailed validation, uncertainty, or limitations beyond the scope of the catalogue. It also covers only the Euclid Quick Release 1 sample described in the abstract.
Key points
- A detailed visual morphology catalogue was produced for Euclid Quick Release 1.
- The catalogue covers 378,000 bright or extended galaxies.
- Galaxy features included bars, spiral arms, and ongoing mergers.
- The catalogue was made by fine-tuning Zoobot models on Galaxy Zoo volunteer annotations.
- The authors describe the measurements as fully automated and scalable.
Disclosure
- Research title:
- Euclid Q1 catalogue covers 378,000 galaxies
- Authors:
- Mike Walmsley, L. Quilley, Karen L. Masters, Sandor Kruk, K. A. Remmelgas, Jürgen Popp, E. Romelli, David O’Ryan, H. J. Dickinson, Chris Lintott, S. Serjeant, Rebecca Smethurst, Brooke Simmons, Jason Shingirai Makechemu, Izzy L. Garland, H. L. Roberts, Kameswara Bharadwaj Mantha, L. Fortson, Tobias Géron, William C. Keel, E. M. Baeten, C. Macmillan, Jo Bovy, Santiago Casas, C. De Leo, H. Domínguez Sánchez, J. Katona, J. H. Knapen, András Kovács, N. Aghanim, B. Altieri, A. Amara, S. Andreon, N. Auricchio, H. Aussel, C. Baccigalupi, Marco Baldi, A. Balestra, S. Bardelli, A. Basset, P Battaglia, R. Bender, A. Biviano, Andrea Bonchi, E. Branchini, M. Brescia, J. Brinchmann, S. Camera, G Cañas-Herrera, V. Capobianco, C. Carbone, J. Carretero, F. J. Castander, M. Castellano, G. Castignani, S. Cavuoti, K. C. Chambers, A Cimatti, C. Colodro-Conde, G. Congedo, Christopher J. Conselice, L. Conversi, Y. Copin, F. Courbin, H. M. Courtois, M. Cropper, A. Da Silva, H. Degaudenzi, G. De Lucia, A. M. Di Giorgio, C. Dolding, H. Dole, F. Dubath, C. A. J. Duncan, X. Dupac, S. Dusini, A. Ealet, S. Escoffier, Maximilian Fabricius, M. Farina, R. Farinelli, F Faustini, F. Finelli⋆, P. Fosalba, S. Fotopoulou, M. Frailis, E. Franceschi, S. Galeotta, Koshy George, B. Gillis, C. Giocoli, P. Gómez-Álvarez, J Gracia-Carpio, B. R. Granett, A. Grazian, F. Grupp, Stephen Gwyn, S. V. H. Haugan, Henk Hoekstra, W. Holmes, I. Hook, F. Hormuth, A. Hornstrup, P. Hudelot, K. Jahnkę, M. Jhabvala, Benjamin Joachimi, E. Keihänen, S. Kermiche, A. Kiessling, R. Kohley, B. Kubik, Konrad Kuijken, M Kümmel, M. Kunz, H. Kurki‐Suonio, O. Lahav, Q. Le Boulc’h, A.M.C Le Brun, D. Le Mignant, P. Liebing, S. Ligori, P. B. Lilje, V. Lindholm, I. Lloro, G Mainetti, D Maino, E. Maiorano, O. Mansutti, S. Marcin, O. Marggraf, M. Martinelli, N. Martinet, F. Marulli, R. Massey, S. Maurogordato, H. J. McCracken, E. Medinaceli, S. Mei, M. Melchior, Y Mellier, M. Meneghetti, E. Merlin, G. Meylan, A. Mora, M. Moresco, L. Moscardini, R. Nakajima, C. Neissner, R. C. Nichol, S.-M. Niemi, J.W Nightingale, C. Padilla Aranda, S. Paltani, F. Pasian, K. Pedersen, Will J. Percival, V. Pettorino, S. Pires, G. Polenta, M. Poncet, L. A. Popa, L. Pozzetti, F. Raison, R. Rébolo, A. Renzi, Jason Rhodes, G. Riccio, M. Roncarelli, B. Rusholme, R. P. Saglia, Z. Sakr, Ariel G. Sánchez, D. Sapone, B. Sartoris, J. A. Schewtschenko, Peter Schneider, T. Schrabback, M. Scodeggio, A. Secroun, G. Seidel, M. D. Seiffert, S. Serrano, P Simon, C. Sirignano, G. Sirri, L. Stančo, J. Steinwagner, P. Tallada-Crespí, D. Tavagnacco, A. J. Taylor, Harry I. Teplitz, I. Tereno, N Tessore, Sune Toft, R. Toledo-Moreo, F. Torradeflot, I. Tutusaus, E. A. Valentijn, L. Valenziano, J. Väliviita, T. Vassallo, G. Verdoes Kleijn, A. Veropalumbo, Yun Wang, J. Weller, A. Zacchei, G. Zamorani, F. M. Zerbi, I. A. Zinchenko, E. Zucca, V. Allevato, M. Ballardini, M. Bolzonella, E. Bozzo, C. Burigana, R. Cabanac, A. Cappi, D. Di Ferdinando, J. A. Escartin Vigo, L. Gabarra, J Martín-Fleitas, S Matthew, N. Mauri, R. B. Metcalf, A Pezzotta, M. Pöntinen, C. Porciani, I Risso, V. Scottez, M. Sereno, M. Tenti, Matteo Viel, M. Wiesmann, Y. Akrami, I.T Andika, S Anselmi, M. Archidiacono, F. Atrio‐Barandela, C. Benoist, K. Benson, Daniele Bertacca, M. Béthermin, G. Rodighiero, Alain Blanchard, L Blot, H. Böhringer, Michael D. Brown, S Bruton, F. Buitrago, Antonello Calabrò, B. Camacho Quevedo, F. Caro, C. S. Carvalho, T. Castro, F Cogato, Asantha Cooray, O. Cucciati, S. Davini, F. De Paolis, G. Desprez, A. Díaz‐Sánchez, J. J. Diaz, S. Di Domizio, J. M. Diego, Pierre–Alain Duc, A Enia, Y D Fang, A.G Ferrari, A. Finoguenov, A. Fontana, A Franco, K. Ganga, J. García-Bellido, T Gasparetto, V. Gautard, E. Gaztañaga, F. Giacomini, G. Gozaliasl, M Guidi, C. M. Gutiérrez, A Hall, W G Hartley, Shoubaneh Hemmati, C. Hernández–Monteagudo, H. Hildebrandt, J. Hjorth, J. J. E. Kajava, Y Kang, V. Kansal, D. Karagiannis, K Kiiveri, C. C. Kirkpatrick, J Le Graet, L. Legrand, Maria Lembo, Francesca Lepori, Gavin Leroy, G. F. Lesci, Julien Lesgourgues, L. Leuzzi, T.I Liaudat, A. Loureiro, J. F. Macías–Pérez, G. Maggio, M. Magliocchetti, F. Mannucci, R. Maoli, C. J. A. P. Martins, L. Maurin, M. Miluzio, Pierluigi Monaco, Claudio Moretti, G. Morgante, C Murray, S. Nadathur, Krishna Naidoo, A Navarro-Alsina, Savvas Nesseris, F. Passalacqua, K. Paterson, L. Patrizii, Alice Pisani, D. Potter, S Quai, M. Radovich, P.-F. Rocci, G. Rodighiero, S Sacquegna, M Sahlén, D. B. Sanders, E Sarpa, Claudia Scarlata, Joop Schaye, Aurel Schneider, M. Schultheis, D Sciotti, E. Sellentin, Francesco Shankar, Leigh C. Smith, G. Testera, G. Testera, Romain Teyssier, S. Tosi, A. Troja, M. Tucci, C. Valieri, A. Venhola, D. Vergani, G Verza, P Vielzeuf, N. A. Walton, É. Soubrié, D. Scott
- Institutions:
- Aalto University, Aix-Marseille Université, Aix-Marseille Université, Aix-Marseille Université, Aix-Marseille Université, Aix-Marseille Université, Aix-Marseille Université, Aix-Marseille Université, Aix-Marseille Université, ARC Centre of Excellence for Dark Matter Particle Physics, Arcetri Astrophysical Observatory, Astronomical Institute of the Slovak Academy of Sciences, Astronomical Institute of the Slovak Academy of Sciences, Astronomical Institute of the Slovak Academy of Sciences, Astronomical Institute of the Slovak Academy of Sciences, Astronomical Observatory of Capodimonte, Astronomical Observatory of Capodimonte, Astronomical Observatory of Capodimonte, Astronomical Observatory of Capodimonte, Astronomical Observatory of Rome, Astronomical Observatory of Rome, Astronomical Observatory of Rome, Astronomical Observatory of Rome, Astronomical Observatory of Rome, Astronomical Observatory of Rome, Astronomical Observatory of Rome, Astronomical Observatory of Rome, Astronomical Observatory of Rome, Astronomy and Space, Astrophysique, Instrumentation et Modélisation, Astrophysique, Instrumentation et Modélisation, Brera Astronomical Observatory, Brera Astronomical Observatory, Brera Astronomical Observatory, Brera Astronomical Observatory, Brera Astronomical Observatory, Brera Astronomical Observatory, Brera Astronomical Observatory, Brera Astronomical Observatory, Bristol Robotics Laboratory, California Institute of Technology, California Institute of Technology, California Institute of Technology, Case Western Reserve University, CEA Paris-Saclay, CEA Paris-Saclay, CEA Paris-Saclay, Centre de Calcul de l’Institut National de Physique Nucléaire et de Physique des Particules, Centre de Calcul de l’Institut National de Physique Nucléaire et de Physique des Particules, Centre de physique des particules de Marseille, Centre de physique des particules de Marseille, Centre de physique des particules de Marseille, Centre de physique des particules de Marseille, Centre de physique des particules de Marseille, Centre de physique des particules de Marseille, Centre de Recherche Astrophysique de Lyon, Centre for Theoretical Physics and Astrophysics, Centre National d'Études Spatiales, Centre National d'Études Spatiales, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centre National de la Recherche Scientifique, Centro de Astrobiología, Centro de Astrofísica da Universidade do Porto, Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas, Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas, Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas, Commissariat à l'Énergie Atomique et aux Énergies Alternatives, Commissariat à l'Énergie Atomique et aux Énergies Alternatives, Commissariat à l'Énergie Atomique et aux Énergies Alternatives, Computing Center, Computing Center, Computing Center, Computing Center, Consejo Superior de Investigaciones Científicas, DAWN Center for Independent Living, DAWN Center for Independent Living, Durham University, École Normale Supérieure de Lyon, École Polytechnique Fédérale de Lausanne, Engineering Science Analysis (United States), Engineering Science Analysis (United States), Engineering Science Analysis (United States), Engineering Science Analysis (United States), Engineering Science Analysis (United States), Engineering Science Analysis (United States), Engineering Science Analysis (United States), Engineering Science Analysis (United States), Eötvös Loránd University, European Space Agency, European Space Agency, European Space Agency, European Space Agency, European Space Agency, European Space Agency, European Space Agency, European Space Agency, European Space Agency, European Space Agency, European Space Agency, European Space Research and Technology Centre, European Space Research and Technology Centre, European Space 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Universe, Institute for Fundamental Physics of the Universe, Institute for Fundamental Physics of the Universe, Institute for Fundamental Physics of the Universe, Institute for Fundamental Physics of the Universe, Institute for Fundamental Physics of the Universe, Institute for Fundamental Physics of the Universe, Institute for High Energy Physics, Institute for High Energy Physics, Institute for Space Astrophysics and Planetology, Institute for Space Astrophysics and Planetology, Institute for Space Astrophysics and Planetology, Institute of Astronomy, Institute of Astronomy, Institute of Astrophysics and Space Sciences, Institute of Astrophysics and Space Sciences, Institute of Astrophysics and Space Sciences, Institute of Astrophysics and Space Sciences, Institute of Astrophysics and Space Sciences, Institute of Astrophysics and Space Sciences, Institute of Space Science – INFLPR Subsidiary, Institute of Space Sciences, Institute of Space Sciences, Institute of Space Sciences, 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Spazio, Osservatorio di Astrofisica e Scienza dello Spazio, Osservatorio di Astrofisica e Scienza dello Spazio, Park University, Perimeter Institute, Port d'Informació Científica, Port d'Informació Científica, Port d'Informació Científica, Port d'Informació Científica, Princeton University, Princeton University, Public Citizen, Royal Observatory, Royal Observatory, Royal Observatory, Royal Observatory, Royal Observatory, Royal Observatory, RWTH Aachen University, RWTH Aachen University, Sapienza University of Rome, Sapienza University of Rome, Scuola Internazionale Superiore di Studi Avanzati, Scuola Internazionale Superiore di Studi Avanzati, Scuola Internazionale Superiore di Studi Avanzati, Scuola Internazionale Superiore di Studi Avanzati, SKA Observatory, SKA Observatory, SKA Observatory, SKA Observatory, SKA Observatory, Sorbonne Paris Cité, Sorbonne Paris Cité, Sorbonne Université, Sorbonne Université, Sorbonne Université, Sorbonne Université, St. Joseph Medical Center, 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of Oxford, University of Oxford, University of Padua, University of Padua, University of Padua, University of Padua, University of Padua, University of Padua, University of Padua, University of Portsmouth, University of Portsmouth, University of Portsmouth, University of Saint Joseph, University of Salento, University of Salento, University of Salento, University of Southampton, University of Surrey, University of Surrey, University of the Western Cape, University of Toronto, University of Toronto, University of Toronto, University of Turin, University of Waterloo, University of Zurich, University of Zurich, University of Zurich
- Publication date:
- 2026-06-30
- OpenAlex record:
- View
- Image credit:
- NASA, ESA, and The Hubble Heritage Team STScI/AURA), Wikimedia Commons, Public domain
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